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<ul class="summary">
<li><a href="./">Analyze Survey Data for Free</a></li>
<b><li><a href="https://www.eventbrite.com/e/1032151692497">Free 3hr Workshop @ DCPL Nov 13</a></li></b>

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<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Forty-Nine Public Microdatasets To Analyze Before You Die From An Easy To Type Website</a></li>
<li class="chapter" data-level="" data-path="trend-analysis-of-complex-survey-data.html"><a href="trend-analysis-of-complex-survey-data.html"><i class="fa fa-check"></i>Trend Analysis of Complex Survey Data</a>
<ul>
<li class="chapter" data-level="" data-path="trend-analysis-of-complex-survey-data.html"><a href="trend-analysis-of-complex-survey-data.html#download-import-preparation"><i class="fa fa-check"></i>Download, Import, Preparation</a></li>
<li class="chapter" data-level="" data-path="trend-analysis-of-complex-survey-data.html"><a href="trend-analysis-of-complex-survey-data.html#append-polynomials-to-each-year"><i class="fa fa-check"></i>Append Polynomials to Each Year</a></li>
<li class="chapter" data-level="" data-path="trend-analysis-of-complex-survey-data.html"><a href="trend-analysis-of-complex-survey-data.html#unadjusted-analysis-examples"><i class="fa fa-check"></i>Unadjusted Analysis Examples</a></li>
<li class="chapter" data-level="" data-path="trend-analysis-of-complex-survey-data.html"><a href="trend-analysis-of-complex-survey-data.html#calculate-joinpoints-needed"><i class="fa fa-check"></i>Calculate Joinpoints Needed</a></li>
<li class="chapter" data-level="" data-path="trend-analysis-of-complex-survey-data.html"><a href="trend-analysis-of-complex-survey-data.html#calculate-predicted-marginals"><i class="fa fa-check"></i>Calculate Predicted Marginals</a></li>
<li class="chapter" data-level="" data-path="trend-analysis-of-complex-survey-data.html"><a href="trend-analysis-of-complex-survey-data.html#identify-joinpoints-or-breakpoints"><i class="fa fa-check"></i>Identify Joinpoint(s) or Breakpoint(s)</a></li>
<li class="chapter" data-level="" data-path="trend-analysis-of-complex-survey-data.html"><a href="trend-analysis-of-complex-survey-data.html#interpret-and-conclude"><i class="fa fa-check"></i>Interpret and Conclude</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html"><i class="fa fa-check"></i>American Community Survey (ACS)</a>
<ul>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#download-import-preparation-1"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#save-locally"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#survey-design-definition"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#variable-recoding"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#analysis-examples-with-the-survey-library"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#unweighted-counts"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#weighted-counts"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#descriptive-statistics"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#subsetting"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#measures-of-uncertainty"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#regression-models-and-tests-of-association"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#replication-example"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#poverty-and-inequality-estimation-with-convey"><i class="fa fa-check"></i>Poverty and Inequality Estimation with <code>convey</code>  </a></li>
<li class="chapter" data-level="" data-path="american-community-survey-acs.html"><a href="american-community-survey-acs.html#analysis-examples-with-srvyr"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html"><i class="fa fa-check"></i>Area Health Resources Files (AHRF)</a>
<ul>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#download-import-preparation-2"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#save-locally-1"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#variable-recoding-1"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#analysis-examples-with-base-r"><i class="fa fa-check"></i>Analysis Examples with base R  </a>
<ul>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#unweighted-counts-1"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#descriptive-statistics-1"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#subsetting-1"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#measures-of-uncertainty-1"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#regression-models-and-tests-of-association-1"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#replication-example-1"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#analysis-examples-with-dplyr"><i class="fa fa-check"></i>Analysis Examples with <code>dplyr</code>  </a></li>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#analysis-examples-with-data.table"><i class="fa fa-check"></i>Analysis Examples with <code>data.table</code>  </a></li>
<li class="chapter" data-level="" data-path="area-health-resources-files-ahrf.html"><a href="area-health-resources-files-ahrf.html#analysis-examples-with-duckdb"><i class="fa fa-check"></i>Analysis Examples with <code>duckdb</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html"><i class="fa fa-check"></i>American Housing Survey (AHS)</a>
<ul>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#download-import-preparation-3"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#save-locally-2"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#survey-design-definition-1"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#variable-recoding-2"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#analysis-examples-with-the-survey-library-1"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#unweighted-counts-2"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#weighted-counts-1"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#descriptive-statistics-2"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#subsetting-2"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#measures-of-uncertainty-2"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#regression-models-and-tests-of-association-2"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#replication-example-2"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="american-housing-survey-ahs.html"><a href="american-housing-survey-ahs.html#analysis-examples-with-srvyr-1"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html"><i class="fa fa-check"></i>American National Election Studies (ANES)</a>
<ul>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#function-definitions"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#download-import-preparation-4"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#save-locally-3"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#survey-design-definition-2"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#variable-recoding-3"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#analysis-examples-with-the-survey-library-2"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#unweighted-counts-3"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#weighted-counts-2"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#descriptive-statistics-3"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#subsetting-3"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#measures-of-uncertainty-3"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#regression-models-and-tests-of-association-3"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#replication-example-3"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="american-national-election-studies-anes.html"><a href="american-national-election-studies-anes.html#analysis-examples-with-srvyr-2"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html"><i class="fa fa-check"></i>American Time Use Survey (ATUS)</a>
<ul>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#function-definitions-1"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#download-import-preparation-5"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#save-locally-4"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#survey-design-definition-3"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#variable-recoding-4"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#analysis-examples-with-the-survey-library-3"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#unweighted-counts-4"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#weighted-counts-3"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#descriptive-statistics-4"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#subsetting-4"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#measures-of-uncertainty-4"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#regression-models-and-tests-of-association-4"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#replication-example-4"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="american-time-use-survey-atus.html"><a href="american-time-use-survey-atus.html#analysis-examples-with-srvyr-3"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html"><i class="fa fa-check"></i>Behavioral Risk Factor Surveillance System (BRFSS)</a>
<ul>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#download-import-preparation-6"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#save-locally-5"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#survey-design-definition-4"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#variable-recoding-5"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#analysis-examples-with-the-survey-library-4"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#unweighted-counts-5"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#weighted-counts-4"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#descriptive-statistics-5"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#subsetting-5"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#measures-of-uncertainty-5"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#regression-models-and-tests-of-association-5"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#replication-example-5"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="behavioral-risk-factor-surveillance-system-brfss.html"><a href="behavioral-risk-factor-surveillance-system-brfss.html#analysis-examples-with-srvyr-4"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html"><i class="fa fa-check"></i>Consumer Expenditure Survey (CES)</a>
<ul>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#download-import-preparation-7"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#save-locally-6"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#survey-design-definition-5"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#variable-recoding-6"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#analysis-examples-with-the-survey-library-5"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#unweighted-counts-6"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#weighted-counts-5"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#descriptive-statistics-6"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#subsetting-6"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#measures-of-uncertainty-6"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#regression-models-and-tests-of-association-6"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="consumer-expenditure-survey-ces.html"><a href="consumer-expenditure-survey-ces.html#replication-example-6"><i class="fa fa-check"></i>Replication Example</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html"><i class="fa fa-check"></i>California Health Interview Survey (CHIS)</a>
<ul>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#function-definitions-2"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#download-import-preparation-8"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#save-locally-7"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#survey-design-definition-6"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#variable-recoding-7"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#analysis-examples-with-the-survey-library-6"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#unweighted-counts-7"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#weighted-counts-6"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#descriptive-statistics-7"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#subsetting-7"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#measures-of-uncertainty-7"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#regression-models-and-tests-of-association-7"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#replication-example-7"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="california-health-interview-survey-chis.html"><a href="california-health-interview-survey-chis.html#analysis-examples-with-srvyr-5"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html"><i class="fa fa-check"></i>Census of Governments (COG)</a>
<ul>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#download-import-preparation-9"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#save-locally-8"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#variable-recoding-8"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#analysis-examples-with-base-r-1"><i class="fa fa-check"></i>Analysis Examples with base R  </a>
<ul>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#unweighted-counts-8"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#descriptive-statistics-8"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#subsetting-8"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#measures-of-uncertainty-8"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#regression-models-and-tests-of-association-8"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#replication-example-8"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#analysis-examples-with-dplyr-1"><i class="fa fa-check"></i>Analysis Examples with <code>dplyr</code>  </a></li>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#analysis-examples-with-data.table-1"><i class="fa fa-check"></i>Analysis Examples with <code>data.table</code>  </a></li>
<li class="chapter" data-level="" data-path="census-of-governments-cog.html"><a href="census-of-governments-cog.html#analysis-examples-with-duckdb-1"><i class="fa fa-check"></i>Analysis Examples with <code>duckdb</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html"><i class="fa fa-check"></i>Current Population Survey (CPS)</a>
<ul>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#download-import-preparation-10"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#save-locally-9"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#survey-design-definition-7"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#variable-recoding-9"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#analysis-examples-with-the-survey-library-7"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#unweighted-counts-9"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#weighted-counts-7"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#descriptive-statistics-9"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#subsetting-9"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#measures-of-uncertainty-9"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#regression-models-and-tests-of-association-9"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#replication-example-9"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#poverty-and-inequality-estimation-with-convey-1"><i class="fa fa-check"></i>Poverty and Inequality Estimation with <code>convey</code>  </a></li>
<li class="chapter" data-level="" data-path="current-population-survey-cps.html"><a href="current-population-survey-cps.html#analysis-examples-with-srvyr-6"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html"><i class="fa fa-check"></i>Exame Nacional de Desempenho de Estudantes (ENADE)</a>
<ul>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#download-import-preparation-11"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#save-locally-10"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#variable-recoding-10"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#analysis-examples-with-base-r-2"><i class="fa fa-check"></i>Analysis Examples with base R  </a>
<ul>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#unweighted-counts-10"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#descriptive-statistics-10"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#subsetting-10"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#measures-of-uncertainty-10"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#regression-models-and-tests-of-association-10"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#replication-example-10"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#analysis-examples-with-dplyr-2"><i class="fa fa-check"></i>Analysis Examples with <code>dplyr</code>  </a></li>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#analysis-examples-with-data.table-2"><i class="fa fa-check"></i>Analysis Examples with <code>data.table</code>  </a></li>
<li class="chapter" data-level="" data-path="exame-nacional-de-desempenho-de-estudantes-enade.html"><a href="exame-nacional-de-desempenho-de-estudantes-enade.html#analysis-examples-with-duckdb-2"><i class="fa fa-check"></i>Analysis Examples with <code>duckdb</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html"><i class="fa fa-check"></i>Exame Nacional do Ensino Medio (ENEM)</a>
<ul>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#download-import-preparation-12"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#save-locally-11"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#variable-recoding-11"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#analysis-examples-with-base-r-3"><i class="fa fa-check"></i>Analysis Examples with base R  </a>
<ul>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#unweighted-counts-11"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#descriptive-statistics-11"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#subsetting-11"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#measures-of-uncertainty-11"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#regression-models-and-tests-of-association-11"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#replication-example-11"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#analysis-examples-with-dplyr-3"><i class="fa fa-check"></i>Analysis Examples with <code>dplyr</code>  </a></li>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#analysis-examples-with-data.table-3"><i class="fa fa-check"></i>Analysis Examples with <code>data.table</code>  </a></li>
<li class="chapter" data-level="" data-path="exame-nacional-do-ensino-medio-enem.html"><a href="exame-nacional-do-ensino-medio-enem.html#analysis-examples-with-duckdb-3"><i class="fa fa-check"></i>Analysis Examples with <code>duckdb</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html"><i class="fa fa-check"></i>European Social Survey (ESS)</a>
<ul>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#download-import-preparation-13"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#save-locally-12"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#survey-design-definition-8"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#variable-recoding-12"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#analysis-examples-with-the-survey-library-8"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#unweighted-counts-12"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#weighted-counts-8"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#descriptive-statistics-12"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#subsetting-12"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#measures-of-uncertainty-12"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#regression-models-and-tests-of-association-12"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#replication-example-12"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="european-social-survey-ess.html"><a href="european-social-survey-ess.html#analysis-examples-with-srvyr-7"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html"><i class="fa fa-check"></i>FDA Adverse Event Reporting System (FAERS)</a>
<ul>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#function-definitions-3"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#download-import-preparation-14"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#save-locally-13"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#variable-recoding-13"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#analysis-examples-with-base-r-4"><i class="fa fa-check"></i>Analysis Examples with base R  </a>
<ul>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#unweighted-counts-13"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#descriptive-statistics-13"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#subsetting-13"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#measures-of-uncertainty-13"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#regression-models-and-tests-of-association-13"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#replication-example-13"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#analysis-examples-with-dplyr-4"><i class="fa fa-check"></i>Analysis Examples with <code>dplyr</code>  </a></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#analysis-examples-with-data.table-4"><i class="fa fa-check"></i>Analysis Examples with <code>data.table</code>  </a></li>
<li class="chapter" data-level="" data-path="fda-adverse-event-reporting-system-faers.html"><a href="fda-adverse-event-reporting-system-faers.html#analysis-examples-with-duckdb-4"><i class="fa fa-check"></i>Analysis Examples with <code>duckdb</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html"><i class="fa fa-check"></i>General Social Survey (GSS)</a>
<ul>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#download-import-preparation-15"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#save-locally-14"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#survey-design-definition-9"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#variable-recoding-14"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#analysis-examples-with-the-survey-library-9"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#unweighted-counts-14"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#weighted-counts-9"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#descriptive-statistics-14"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#subsetting-14"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#measures-of-uncertainty-14"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#regression-models-and-tests-of-association-14"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#replication-example-14"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="general-social-survey-gss.html"><a href="general-social-survey-gss.html#analysis-examples-with-srvyr-8"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html"><i class="fa fa-check"></i>Health and Retirement Study (HRS)</a>
<ul>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#download-import-preparation-16"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#save-locally-15"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#survey-design-definition-10"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#variable-recoding-15"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#analysis-examples-with-the-survey-library-10"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#unweighted-counts-15"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#weighted-counts-10"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#descriptive-statistics-15"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#subsetting-15"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#measures-of-uncertainty-15"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#regression-models-and-tests-of-association-15"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#replication-example-15"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="health-and-retirement-study-hrs.html"><a href="health-and-retirement-study-hrs.html#analysis-examples-with-srvyr-9"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html"><i class="fa fa-check"></i>Medicare Current Beneficiary Survey (MCBS)</a>
<ul>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#download-import-preparation-17"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#save-locally-16"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#survey-design-definition-11"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#variable-recoding-16"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#analysis-examples-with-the-survey-library-11"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#unweighted-counts-16"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#weighted-counts-11"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#descriptive-statistics-16"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#subsetting-16"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#measures-of-uncertainty-16"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#regression-models-and-tests-of-association-16"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#replication-example-16"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="medicare-current-beneficiary-survey-mcbs.html"><a href="medicare-current-beneficiary-survey-mcbs.html#analysis-examples-with-srvyr-10"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html"><i class="fa fa-check"></i>Medical Expenditure Panel Survey (MEPS)</a>
<ul>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#function-definitions-4"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#download-import-preparation-18"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#save-locally-17"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#survey-design-definition-12"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#variable-recoding-17"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#analysis-examples-with-the-survey-library-12"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#unweighted-counts-17"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#weighted-counts-12"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#descriptive-statistics-17"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#subsetting-17"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#measures-of-uncertainty-17"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#regression-models-and-tests-of-association-17"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#replication-example-17"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="medical-expenditure-panel-survey-meps.html"><a href="medical-expenditure-panel-survey-meps.html#analysis-examples-with-srvyr-11"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html"><i class="fa fa-check"></i>Medical Large Claims Experience Study (MLCES)</a>
<ul>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#download-import-preparation-19"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#save-locally-18"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#variable-recoding-18"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#analysis-examples-with-base-r-5"><i class="fa fa-check"></i>Analysis Examples with base R  </a>
<ul>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#unweighted-counts-18"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#descriptive-statistics-18"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#subsetting-18"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#measures-of-uncertainty-18"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#regression-models-and-tests-of-association-18"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#replication-example-18"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#analysis-examples-with-dplyr-5"><i class="fa fa-check"></i>Analysis Examples with <code>dplyr</code>  </a></li>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#analysis-examples-with-data.table-5"><i class="fa fa-check"></i>Analysis Examples with <code>data.table</code>  </a></li>
<li class="chapter" data-level="" data-path="medical-large-claims-experience-study-mlces.html"><a href="medical-large-claims-experience-study-mlces.html#analysis-examples-with-duckdb-5"><i class="fa fa-check"></i>Analysis Examples with <code>duckdb</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html"><i class="fa fa-check"></i>National Agricultural Workers Survey (NAWS)</a>
<ul>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#download-import-preparation-20"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#save-locally-19"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#survey-design-definition-13"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#variable-recoding-19"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#analysis-examples-with-the-survey-library-13"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#unweighted-counts-19"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#weighted-counts-13"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#descriptive-statistics-19"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#subsetting-19"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#measures-of-uncertainty-19"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#regression-models-and-tests-of-association-19"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#replication-example-19"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="national-agricultural-workers-survey-naws.html"><a href="national-agricultural-workers-survey-naws.html#analysis-examples-with-srvyr-12"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html"><i class="fa fa-check"></i>National Beneficiary Survey (NBS)</a>
<ul>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#download-import-preparation-21"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#save-locally-20"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#survey-design-definition-14"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#variable-recoding-20"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#analysis-examples-with-the-survey-library-14"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#unweighted-counts-20"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#weighted-counts-14"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#descriptive-statistics-20"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#subsetting-20"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#measures-of-uncertainty-20"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#regression-models-and-tests-of-association-20"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#replication-example-20"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="national-beneficiary-survey-nbs.html"><a href="national-beneficiary-survey-nbs.html#analysis-examples-with-srvyr-13"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html"><i class="fa fa-check"></i>National Crime Victimization Survey (NCVS)</a>
<ul>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#function-definitions-5"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#download-import-preparation-22"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#save-locally-21"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#survey-design-definition-15"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#variable-recoding-21"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#analysis-examples-with-the-survey-library-15"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#unweighted-counts-21"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#weighted-counts-15"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#descriptive-statistics-21"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#subsetting-21"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#measures-of-uncertainty-21"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#regression-models-and-tests-of-association-21"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#replication-example-21"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="national-crime-victimization-survey-ncvs.html"><a href="national-crime-victimization-survey-ncvs.html#analysis-examples-with-srvyr-14"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html"><i class="fa fa-check"></i>National Financial Capability Study (NFCS)</a>
<ul>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#download-import-preparation-23"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#save-locally-22"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#survey-design-definition-16"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#variable-recoding-22"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#analysis-examples-with-the-survey-library-16"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#unweighted-counts-22"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#weighted-counts-16"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#descriptive-statistics-22"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#subsetting-22"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#measures-of-uncertainty-22"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#regression-models-and-tests-of-association-22"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#replication-example-22"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="national-financial-capability-study-nfcs.html"><a href="national-financial-capability-study-nfcs.html#analysis-examples-with-srvyr-15"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html"><i class="fa fa-check"></i>National Health and Nutrition Examination Survey (NHANES)</a>
<ul>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#download-import-preparation-24"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#save-locally-23"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#survey-design-definition-17"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#variable-recoding-23"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#analysis-examples-with-the-survey-library-17"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#unweighted-counts-23"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#weighted-counts-17"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#descriptive-statistics-23"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#subsetting-23"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#measures-of-uncertainty-23"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#regression-models-and-tests-of-association-23"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#direct-method-of-age-adjustment-replication-example"><i class="fa fa-check"></i>Direct Method of Age-Adjustment Replication Example</a></li>
<li class="chapter" data-level="" data-path="national-health-and-nutrition-examination-survey-nhanes.html"><a href="national-health-and-nutrition-examination-survey-nhanes.html#analysis-examples-with-srvyr-16"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html"><i class="fa fa-check"></i>National Health Interview Survey (NHIS)</a>
<ul>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#function-definitions-6"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#download-import-preparation-25"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#save-locally-24"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#survey-design-definition-18"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#variable-recoding-24"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#analysis-examples-with-the-survey-library-18"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#unweighted-counts-24"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#weighted-counts-18"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#descriptive-statistics-24"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#subsetting-24"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#measures-of-uncertainty-24"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#regression-models-and-tests-of-association-24"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-health-interview-survey-nhis.html"><a href="national-health-interview-survey-nhis.html#replication-example-23"><i class="fa fa-check"></i>Replication Example</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html"><i class="fa fa-check"></i>National Household Travel Survey (NHTS)</a>
<ul>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#download-import-preparation-26"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#save-locally-25"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#survey-design-definition-19"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#variable-recoding-25"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#analysis-examples-with-the-survey-library-19"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#unweighted-counts-25"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#weighted-counts-19"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#descriptive-statistics-25"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#subsetting-25"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#measures-of-uncertainty-25"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#regression-models-and-tests-of-association-25"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#replication-example-24"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="national-household-travel-survey-nhts.html"><a href="national-household-travel-survey-nhts.html#analysis-examples-with-srvyr-17"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html"><i class="fa fa-check"></i>National Immunization Survey (NIS)</a>
<ul>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#download-import-preparation-27"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#save-locally-26"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#survey-design-definition-20"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#variable-recoding-26"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#analysis-examples-with-the-survey-library-20"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#unweighted-counts-26"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#weighted-counts-20"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#descriptive-statistics-26"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#subsetting-26"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#measures-of-uncertainty-26"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#regression-models-and-tests-of-association-26"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#replication-example-25"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="national-immunization-survey-nis.html"><a href="national-immunization-survey-nis.html#analysis-examples-with-srvyr-18"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html"><i class="fa fa-check"></i>National Plan and Provider Enumeration System (NPPES)</a>
<ul>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#download-import-preparation-28"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#save-locally-27"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#variable-recoding-27"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#analysis-examples-with-base-r-6"><i class="fa fa-check"></i>Analysis Examples with base R  </a>
<ul>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#unweighted-counts-27"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#descriptive-statistics-27"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#subsetting-27"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#measures-of-uncertainty-27"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#regression-models-and-tests-of-association-27"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#analysis-examples-with-dplyr-6"><i class="fa fa-check"></i>Analysis Examples with <code>dplyr</code>  </a></li>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#analysis-examples-with-data.table-6"><i class="fa fa-check"></i>Analysis Examples with <code>data.table</code>  </a></li>
<li class="chapter" data-level="" data-path="national-plan-and-provider-enumeration-system-nppes.html"><a href="national-plan-and-provider-enumeration-system-nppes.html#analysis-examples-with-duckdb-6"><i class="fa fa-check"></i>Analysis Examples with <code>duckdb</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html"><i class="fa fa-check"></i>National Survey of Children’s Health (NSCH)</a>
<ul>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#function-definitions-7"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#download-import-preparation-29"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#save-locally-28"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#survey-design-definition-21"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#variable-recoding-28"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#analysis-examples-with-the-survey-library-21"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#unweighted-counts-28"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#weighted-counts-21"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#descriptive-statistics-28"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#subsetting-28"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#measures-of-uncertainty-28"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#regression-models-and-tests-of-association-28"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-survey-of-childrens-health-nsch.html"><a href="national-survey-of-childrens-health-nsch.html#replication-example-26"><i class="fa fa-check"></i>Replication Example</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html"><i class="fa fa-check"></i>National Survey on Drug Use and Health (NSDUH)</a>
<ul>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#download-import-preparation-30"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#save-locally-29"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#survey-design-definition-22"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#variable-recoding-29"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#analysis-examples-with-the-survey-library-22"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#unweighted-counts-29"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#weighted-counts-22"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#descriptive-statistics-29"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#subsetting-29"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#measures-of-uncertainty-29"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#regression-models-and-tests-of-association-29"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#replication-example-27"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="national-survey-on-drug-use-and-health-nsduh.html"><a href="national-survey-on-drug-use-and-health-nsduh.html#analysis-examples-with-srvyr-19"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html"><i class="fa fa-check"></i>National Survey of Family Growth (NSFG)</a>
<ul>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#download-import-preparation-31"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#save-locally-30"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#survey-design-definition-23"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#variable-recoding-30"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#analysis-examples-with-the-survey-library-23"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#unweighted-counts-30"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#weighted-counts-23"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#descriptive-statistics-30"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#subsetting-30"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#measures-of-uncertainty-30"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#regression-models-and-tests-of-association-30"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#replication-example-28"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="national-survey-of-family-growth-nsfg.html"><a href="national-survey-of-family-growth-nsfg.html#analysis-examples-with-srvyr-20"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html"><i class="fa fa-check"></i>National Sample Survey of Registered Nurses (NSSRN)</a>
<ul>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#download-import-preparation-32"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#save-locally-31"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#survey-design-definition-24"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#variable-recoding-31"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#analysis-examples-with-the-survey-library-24"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#unweighted-counts-31"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#weighted-counts-24"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#descriptive-statistics-31"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#subsetting-31"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#measures-of-uncertainty-31"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#regression-models-and-tests-of-association-31"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#replication-example-29"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="national-sample-survey-of-registered-nurses-nssrn.html"><a href="national-sample-survey-of-registered-nurses-nssrn.html#analysis-examples-with-srvyr-21"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html"><i class="fa fa-check"></i>New York City Housing and Vacancy Survey (NYCHVS)</a>
<ul>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#function-definitions-8"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#download-import-preparation-33"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#save-locally-32"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#survey-design-definition-25"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#variable-recoding-32"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#analysis-examples-with-the-survey-library-25"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#unweighted-counts-32"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#weighted-counts-25"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#descriptive-statistics-32"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#subsetting-32"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#measures-of-uncertainty-32"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#regression-models-and-tests-of-association-32"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#replication-example-30"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="new-york-city-housing-and-vacancy-survey-nychvs.html"><a href="new-york-city-housing-and-vacancy-survey-nychvs.html#analysis-examples-with-srvyr-22"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html"><i class="fa fa-check"></i>Pew Research Center (PEW)</a>
<ul>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#download-import-preparation-34"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#save-locally-33"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#survey-design-definition-26"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#variable-recoding-33"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#analysis-examples-with-the-survey-library-26"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#unweighted-counts-33"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#weighted-counts-26"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#descriptive-statistics-33"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#subsetting-33"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#measures-of-uncertainty-33"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#regression-models-and-tests-of-association-33"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#replication-example-31"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="pew-research-center-pew.html"><a href="pew-research-center-pew.html#analysis-examples-with-srvyr-23"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><i class="fa fa-check"></i>Programme for the International Assessment of Adult Competencies (PIAAC)</a>
<ul>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#download-import-preparation-35"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#save-locally-34"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#survey-design-definition-27"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#variable-recoding-34"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#analysis-examples-with-the-survey-library-27"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#unweighted-counts-34"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#weighted-counts-27"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#descriptive-statistics-34"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#subsetting-34"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#measures-of-uncertainty-34"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#regression-models-and-tests-of-association-34"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="programme-for-the-international-assessment-of-adult-competencies-piaac.html"><a href="programme-for-the-international-assessment-of-adult-competencies-piaac.html#replication-example-32"><i class="fa fa-check"></i>Replication Example</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html"><i class="fa fa-check"></i>Progress in International Reading Literacy Study (PIRLS)</a>
<ul>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#function-definitions-9"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#download-import-preparation-36"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#save-locally-35"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#survey-design-definition-28"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#variable-recoding-35"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#analysis-examples-with-the-survey-library-28"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#unweighted-counts-35"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#weighted-counts-28"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#descriptive-statistics-35"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#subsetting-35"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#measures-of-uncertainty-35"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#regression-models-and-tests-of-association-35"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="progress-in-international-reading-literacy-study-pirls.html"><a href="progress-in-international-reading-literacy-study-pirls.html#replication-example-33"><i class="fa fa-check"></i>Replication Example</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html"><i class="fa fa-check"></i>Public Libraries Survey (PLS)</a>
<ul>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#download-import-preparation-37"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#save-locally-36"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#variable-recoding-36"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#analysis-examples-with-base-r-7"><i class="fa fa-check"></i>Analysis Examples with base R  </a>
<ul>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#unweighted-counts-36"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#descriptive-statistics-36"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#subsetting-36"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#measures-of-uncertainty-36"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#regression-models-and-tests-of-association-36"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#replication-example-34"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#analysis-examples-with-dplyr-7"><i class="fa fa-check"></i>Analysis Examples with <code>dplyr</code>  </a></li>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#analysis-examples-with-data.table-7"><i class="fa fa-check"></i>Analysis Examples with <code>data.table</code>  </a></li>
<li class="chapter" data-level="" data-path="public-libraries-survey-pls.html"><a href="public-libraries-survey-pls.html#analysis-examples-with-duckdb-7"><i class="fa fa-check"></i>Analysis Examples with <code>duckdb</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><i class="fa fa-check"></i>Pesquisa Nacional por Amostra de Domicilios (PNAD)</a>
<ul>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#download-import-preparation-38"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#save-locally-37"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#survey-design-definition-29"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#variable-recoding-37"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#analysis-examples-with-the-survey-library-29"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#unweighted-counts-37"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#weighted-counts-29"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#descriptive-statistics-37"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#subsetting-37"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#measures-of-uncertainty-37"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#regression-models-and-tests-of-association-37"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#replication-example-35"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#poverty-and-inequality-estimation-with-convey-2"><i class="fa fa-check"></i>Poverty and Inequality Estimation with <code>convey</code>  </a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-por-amostra-de-domicilios-pnad.html"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#analysis-examples-with-srvyr-24"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html"><i class="fa fa-check"></i>Pesquisa Nacional de Saude (PNS)</a>
<ul>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#download-import-preparation-39"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#save-locally-38"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#survey-design-definition-30"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#variable-recoding-38"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#analysis-examples-with-the-survey-library-30"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#unweighted-counts-38"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#weighted-counts-30"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#descriptive-statistics-38"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#subsetting-38"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#measures-of-uncertainty-38"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#regression-models-and-tests-of-association-38"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#replication-example-36"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="pesquisa-nacional-de-saude-pns.html"><a href="pesquisa-nacional-de-saude-pns.html#analysis-examples-with-srvyr-25"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html"><i class="fa fa-check"></i>Pesquisa de Orcamentos Familiares (POF)</a>
<ul>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#download-import-preparation-40"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#save-locally-39"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#survey-design-definition-31"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#variable-recoding-39"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#analysis-examples-with-the-survey-library-31"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#unweighted-counts-39"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#weighted-counts-31"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#descriptive-statistics-39"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#subsetting-39"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#measures-of-uncertainty-39"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#regression-models-and-tests-of-association-39"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#replication-example-37"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#poverty-and-inequality-estimation-with-convey-3"><i class="fa fa-check"></i>Poverty and Inequality Estimation with <code>convey</code>  </a></li>
<li class="chapter" data-level="" data-path="pesquisa-de-orcamentos-familiares-pof.html"><a href="pesquisa-de-orcamentos-familiares-pof.html#analysis-examples-with-srvyr-26"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html"><i class="fa fa-check"></i>Residential Energy Consumption Survey (RECS)</a>
<ul>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#download-import-preparation-41"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#save-locally-40"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#survey-design-definition-32"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#variable-recoding-40"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#analysis-examples-with-the-survey-library-32"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#unweighted-counts-40"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#weighted-counts-32"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#descriptive-statistics-40"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#subsetting-40"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#measures-of-uncertainty-40"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#regression-models-and-tests-of-association-40"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#replication-example-38"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="residential-energy-consumption-survey-recs.html"><a href="residential-energy-consumption-survey-recs.html#analysis-examples-with-srvyr-27"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html"><i class="fa fa-check"></i>Rapid Surveys System (RSS)</a>
<ul>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#download-import-preparation-42"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#save-locally-41"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#survey-design-definition-33"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#variable-recoding-41"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#analysis-examples-with-the-survey-library-33"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#unweighted-counts-41"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#weighted-counts-33"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#descriptive-statistics-41"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#subsetting-41"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#measures-of-uncertainty-41"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#regression-models-and-tests-of-association-41"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#replication-example-39"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="rapid-surveys-system-rss.html"><a href="rapid-surveys-system-rss.html#analysis-examples-with-srvyr-28"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html"><i class="fa fa-check"></i>Survey of Business Owners (SBO)</a>
<ul>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#function-definitions-10"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#download-import-preparation-43"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#save-locally-42"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#survey-design-definition-34"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#variable-recoding-42"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#analysis-examples-with-the-survey-library-34"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#unweighted-counts-42"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#weighted-counts-34"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#descriptive-statistics-42"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#subsetting-42"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#measures-of-uncertainty-42"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#regression-models-and-tests-of-association-42"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="survey-of-business-owners-sbo.html"><a href="survey-of-business-owners-sbo.html#replication-example-40"><i class="fa fa-check"></i>Replication Example</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html"><i class="fa fa-check"></i>Survey of Consumer Finances (SCF)</a>
<ul>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#function-definitions-11"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#download-import-preparation-44"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#save-locally-43"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#survey-design-definition-35"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#variable-recoding-43"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#analysis-examples-with-the-survey-library-35"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#unweighted-counts-43"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#weighted-counts-35"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#descriptive-statistics-43"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#subsetting-43"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#measures-of-uncertainty-43"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#regression-models-and-tests-of-association-43"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#replication-example-41"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="survey-of-consumer-finances-scf.html"><a href="survey-of-consumer-finances-scf.html#poverty-and-inequality-estimation-with-convey-4"><i class="fa fa-check"></i>Poverty and Inequality Estimation with <code>convey</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html"><i class="fa fa-check"></i>Survey of Income and Program Participation (SIPP)</a>
<ul>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#download-import-preparation-45"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#save-locally-44"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#survey-design-definition-36"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#variable-recoding-44"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#analysis-examples-with-the-survey-library-36"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#unweighted-counts-44"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#weighted-counts-36"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#descriptive-statistics-44"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#subsetting-44"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#measures-of-uncertainty-44"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#regression-models-and-tests-of-association-44"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#replication-example-42"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#poverty-and-inequality-estimation-with-convey-5"><i class="fa fa-check"></i>Poverty and Inequality Estimation with <code>convey</code>  </a></li>
<li class="chapter" data-level="" data-path="survey-of-income-and-program-participation-sipp.html"><a href="survey-of-income-and-program-participation-sipp.html#analysis-examples-with-srvyr-29"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html"><i class="fa fa-check"></i>Social Security Public-Use Data Files (SSA)</a>
<ul>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#download-import-preparation-46"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#save-locally-45"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#variable-recoding-45"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#analysis-examples-with-base-r-8"><i class="fa fa-check"></i>Analysis Examples with base R  </a>
<ul>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#unweighted-counts-45"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#descriptive-statistics-45"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#subsetting-45"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#measures-of-uncertainty-45"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#regression-models-and-tests-of-association-45"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#replication-example-43"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#analysis-examples-with-dplyr-8"><i class="fa fa-check"></i>Analysis Examples with <code>dplyr</code>  </a></li>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#analysis-examples-with-data.table-8"><i class="fa fa-check"></i>Analysis Examples with <code>data.table</code>  </a></li>
<li class="chapter" data-level="" data-path="social-security-public-use-data-files-ssa.html"><a href="social-security-public-use-data-files-ssa.html#analysis-examples-with-duckdb-8"><i class="fa fa-check"></i>Analysis Examples with <code>duckdb</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html"><i class="fa fa-check"></i>Trends in International Mathematics and Science Study (TIMSS)</a>
<ul>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#function-definitions-12"><i class="fa fa-check"></i>Function Definitions</a></li>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#download-import-preparation-47"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#save-locally-46"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#survey-design-definition-37"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#variable-recoding-46"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#analysis-examples-with-the-survey-library-37"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#unweighted-counts-46"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#weighted-counts-37"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#descriptive-statistics-46"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#subsetting-46"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#measures-of-uncertainty-46"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#regression-models-and-tests-of-association-46"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="trends-in-international-mathematics-and-science-study-timss.html"><a href="trends-in-international-mathematics-and-science-study-timss.html#replication-example-44"><i class="fa fa-check"></i>Replication Example</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html"><i class="fa fa-check"></i>Violence Against Children And Youth Surveys (VACS)</a>
<ul>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#download-import-preparation-48"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#save-locally-47"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#survey-design-definition-38"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#variable-recoding-47"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#analysis-examples-with-the-survey-library-38"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#unweighted-counts-47"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#weighted-counts-38"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#descriptive-statistics-47"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#subsetting-47"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#measures-of-uncertainty-47"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#regression-models-and-tests-of-association-47"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#replication-example-45"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="violence-against-children-and-youth-surveys-vacs.html"><a href="violence-against-children-and-youth-surveys-vacs.html#analysis-examples-with-srvyr-30"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html"><i class="fa fa-check"></i>Youth Risk Behavior Surveillance System (YRBSS)</a>
<ul>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#download-import-preparation-49"><i class="fa fa-check"></i>Download, Import, Preparation</a>
<ul>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#save-locally-48"><i class="fa fa-check"></i>Save Locally  </a></li>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#survey-design-definition-39"><i class="fa fa-check"></i>Survey Design Definition</a></li>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#variable-recoding-48"><i class="fa fa-check"></i>Variable Recoding</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#analysis-examples-with-the-survey-library-39"><i class="fa fa-check"></i>Analysis Examples with the <code>survey</code> library  </a>
<ul>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#unweighted-counts-48"><i class="fa fa-check"></i>Unweighted Counts</a></li>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#weighted-counts-39"><i class="fa fa-check"></i>Weighted Counts</a></li>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#descriptive-statistics-48"><i class="fa fa-check"></i>Descriptive Statistics</a></li>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#subsetting-48"><i class="fa fa-check"></i>Subsetting</a></li>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#measures-of-uncertainty-48"><i class="fa fa-check"></i>Measures of Uncertainty</a></li>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#regression-models-and-tests-of-association-48"><i class="fa fa-check"></i>Regression Models and Tests of Association</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#replication-example-46"><i class="fa fa-check"></i>Replication Example</a></li>
<li class="chapter" data-level="" data-path="youth-risk-behavior-surveillance-system-yrbss.html"><a href="youth-risk-behavior-surveillance-system-yrbss.html#analysis-examples-with-srvyr-31"><i class="fa fa-check"></i>Analysis Examples with <code>srvyr</code>  </a></li>
</ul></li>
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<div id="pesquisa-nacional-por-amostra-de-domicilios-pnad" class="section level1 unnumbered hasAnchor">
<h1>Pesquisa Nacional por Amostra de Domicilios (PNAD)<a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#pesquisa-nacional-por-amostra-de-domicilios-pnad" class="anchor-section" aria-label="Anchor link to header"></a></h1>
<p><a href="https://www.gnu.org/licenses/gpl-3.0"><img src="https://img.shields.io/badge/License-GPLv3-blue.svg" alt="License: GPL v3" /></a> <a href="https://github.com/asdfree/pnad/actions"><img src="https://github.com/asdfree/pnad/actions/workflows/r.yml/badge.svg" alt="Github Actions Badge"></a></p>
<p>Brazil’s principal labor force survey, measuring education, employment, income, housing characteristics.</p>
<ul>
<li><p>One consolidated table with one row per individual within each sampled household.</p></li>
<li><p>A complex sample survey designed to generalize to the civilian non-institutional population of Brazil.</p></li>
<li><p>Released quarterly since 2012, with microdata available both quarterly and annually.</p></li>
<li><p>Administered by the <a href="http://www.ibge.gov.br/">Instituto Brasileiro de Geografia e Estatistica</a>.</p></li>
</ul>
<hr />
<p>Please skim before you begin:</p>
<ol style="list-style-type: decimal">
<li><p><a href="https://www.ibge.gov.br/estatisticas/sociais/trabalho/17270-pnad-continua.html?=&amp;t=conceitos-e-metodos">Conceitos e métodos</a></p></li>
<li><p><a href="https://pt.wikipedia.org/wiki/Pesquisa_Nacional_por_Amostra_de_Domic%C3%ADlios">Wikipedia Entry</a></p></li>
<li><p>A haiku regarding this microdata:</p></li>
</ol>
<div class="sourceCode" id="cb1102"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1102-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1102-1" tabindex="-1"></a><span class="co"># mineiro data</span></span>
<span id="cb1102-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1102-2" tabindex="-1"></a><span class="co"># love verdade gave to me</span></span>
<span id="cb1102-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1102-3" tabindex="-1"></a><span class="co"># twelve karaoke..</span></span></code></pre></div>
<hr />
<div id="download-import-preparation-38" class="section level2 unnumbered hasAnchor">
<h2>Download, Import, Preparation<a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#download-import-preparation-38" class="anchor-section" aria-label="Anchor link to header"></a></h2>
<p>Download and import the dictionary file:</p>
<div class="sourceCode" id="cb1103"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1103-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-1" tabindex="-1"></a>dictionary_tf <span class="ot">&lt;-</span> <span class="fu">tempfile</span>()</span>
<span id="cb1103-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-2" tabindex="-1"></a></span>
<span id="cb1103-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-3" tabindex="-1"></a>dictionary_url <span class="ot">&lt;-</span></span>
<span id="cb1103-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-4" tabindex="-1"></a>    <span class="fu">paste0</span>(</span>
<span id="cb1103-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-5" tabindex="-1"></a>        <span class="st">&quot;https://ftp.ibge.gov.br/Trabalho_e_Rendimento/&quot;</span> ,</span>
<span id="cb1103-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-6" tabindex="-1"></a>        <span class="st">&quot;Pesquisa_Nacional_por_Amostra_de_Domicilios_continua/&quot;</span> ,</span>
<span id="cb1103-7"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-7" tabindex="-1"></a>        <span class="st">&quot;Trimestral/Microdados/Documentacao/Dicionario_e_input_20221031.zip&quot;</span></span>
<span id="cb1103-8"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-8" tabindex="-1"></a>    )</span>
<span id="cb1103-9"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-9" tabindex="-1"></a></span>
<span id="cb1103-10"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-10" tabindex="-1"></a><span class="fu">download.file</span>( dictionary_url , dictionary_tf , <span class="at">mode =</span> <span class="st">&#39;wb&#39;</span> )</span>
<span id="cb1103-11"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-11" tabindex="-1"></a></span>
<span id="cb1103-12"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-12" tabindex="-1"></a>dictionary_files <span class="ot">&lt;-</span> <span class="fu">unzip</span>( dictionary_tf , <span class="at">exdir =</span> <span class="fu">tempdir</span>() )</span>
<span id="cb1103-13"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-13" tabindex="-1"></a></span>
<span id="cb1103-14"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-14" tabindex="-1"></a>sas_fn <span class="ot">&lt;-</span> <span class="fu">grep</span>( <span class="st">&#39;</span><span class="sc">\\</span><span class="st">.sas$&#39;</span> , dictionary_files , <span class="at">value =</span> <span class="cn">TRUE</span> )</span>
<span id="cb1103-15"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-15" tabindex="-1"></a></span>
<span id="cb1103-16"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1103-16" tabindex="-1"></a>sas_lines <span class="ot">&lt;-</span> <span class="fu">readLines</span>( sas_fn , <span class="at">encoding =</span> <span class="st">&#39;latin1&#39;</span> )</span></code></pre></div>
<p>Determine fixed-width file positions from the SAS import script:</p>
<div class="sourceCode" id="cb1104"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1104-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-1" tabindex="-1"></a>sas_start <span class="ot">&lt;-</span> <span class="fu">grep</span>( <span class="st">&#39;@0001&#39;</span> , sas_lines )</span>
<span id="cb1104-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-2" tabindex="-1"></a></span>
<span id="cb1104-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-3" tabindex="-1"></a>sas_end <span class="ot">&lt;-</span> <span class="fu">grep</span>( <span class="st">&#39;;&#39;</span> , sas_lines )</span>
<span id="cb1104-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-4" tabindex="-1"></a></span>
<span id="cb1104-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-5" tabindex="-1"></a>sas_end <span class="ot">&lt;-</span> sas_end[ sas_end <span class="sc">&gt;</span> sas_start ][ <span class="dv">1</span> ]</span>
<span id="cb1104-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-6" tabindex="-1"></a></span>
<span id="cb1104-7"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-7" tabindex="-1"></a>sas_lines <span class="ot">&lt;-</span> sas_lines[ <span class="fu">seq</span>( sas_start , sas_end <span class="sc">-</span> <span class="dv">1</span> ) ]</span>
<span id="cb1104-8"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-8" tabindex="-1"></a></span>
<span id="cb1104-9"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-9" tabindex="-1"></a><span class="co"># remove SAS comments</span></span>
<span id="cb1104-10"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-10" tabindex="-1"></a>sas_lines <span class="ot">&lt;-</span> <span class="fu">gsub</span>( <span class="st">&quot;</span><span class="sc">\\</span><span class="st">/</span><span class="sc">\\</span><span class="st">*(.*)&quot;</span> , <span class="st">&quot;&quot;</span> , sas_lines )</span>
<span id="cb1104-11"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-11" tabindex="-1"></a></span>
<span id="cb1104-12"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-12" tabindex="-1"></a><span class="co"># remove multiple spaces and spaces at the end of each string</span></span>
<span id="cb1104-13"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-13" tabindex="-1"></a>sas_lines <span class="ot">&lt;-</span> <span class="fu">gsub</span>( <span class="st">&quot;( +)&quot;</span> , <span class="st">&quot; &quot;</span> , sas_lines )</span>
<span id="cb1104-14"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-14" tabindex="-1"></a>sas_lines <span class="ot">&lt;-</span> <span class="fu">gsub</span>( <span class="st">&quot; $&quot;</span> , <span class="st">&quot;&quot;</span> , sas_lines )</span>
<span id="cb1104-15"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-15" tabindex="-1"></a></span>
<span id="cb1104-16"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-16" tabindex="-1"></a>sas_df <span class="ot">&lt;-</span> </span>
<span id="cb1104-17"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-17" tabindex="-1"></a>    <span class="fu">read.table</span>( </span>
<span id="cb1104-18"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-18" tabindex="-1"></a>        <span class="fu">textConnection</span>( sas_lines ) , </span>
<span id="cb1104-19"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-19" tabindex="-1"></a>        <span class="at">sep =</span> <span class="st">&#39; &#39;</span> , </span>
<span id="cb1104-20"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-20" tabindex="-1"></a>        <span class="at">col.names =</span> <span class="fu">c</span>( <span class="st">&#39;position&#39;</span> , <span class="st">&#39;column_name&#39;</span> , <span class="st">&#39;length&#39;</span> ) ,</span>
<span id="cb1104-21"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-21" tabindex="-1"></a>        <span class="at">header =</span> <span class="cn">FALSE</span> </span>
<span id="cb1104-22"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-22" tabindex="-1"></a>    )</span>
<span id="cb1104-23"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-23" tabindex="-1"></a></span>
<span id="cb1104-24"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-24" tabindex="-1"></a>sas_df[ , <span class="st">&#39;character&#39;</span> ] <span class="ot">&lt;-</span> <span class="fu">grepl</span>( <span class="st">&#39;</span><span class="sc">\\</span><span class="st">$&#39;</span> , sas_df[ , <span class="st">&#39;length&#39;</span> ] )</span>
<span id="cb1104-25"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-25" tabindex="-1"></a></span>
<span id="cb1104-26"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-26" tabindex="-1"></a>sas_df[ , <span class="st">&#39;position&#39;</span> ] <span class="ot">&lt;-</span> <span class="fu">as.integer</span>( <span class="fu">gsub</span>( <span class="st">&quot;</span><span class="sc">\\</span><span class="st">@&quot;</span> , <span class="st">&quot;&quot;</span> , sas_df[ , <span class="st">&#39;position&#39;</span> ] ) )</span>
<span id="cb1104-27"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-27" tabindex="-1"></a></span>
<span id="cb1104-28"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-28" tabindex="-1"></a>sas_df[ , <span class="st">&#39;length&#39;</span> ] <span class="ot">&lt;-</span> <span class="fu">as.integer</span>( <span class="fu">gsub</span>( <span class="st">&quot;</span><span class="sc">\\</span><span class="st">$&quot;</span> , <span class="st">&quot;&quot;</span> , sas_df[ , <span class="st">&#39;length&#39;</span> ] ) )</span>
<span id="cb1104-29"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-29" tabindex="-1"></a></span>
<span id="cb1104-30"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-30" tabindex="-1"></a><span class="fu">stopifnot</span>( </span>
<span id="cb1104-31"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-31" tabindex="-1"></a>    <span class="fu">sum</span>( sas_df[ , <span class="st">&#39;length&#39;</span> ] ) <span class="sc">==</span> </span>
<span id="cb1104-32"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-32" tabindex="-1"></a>    ( sas_df[ <span class="fu">nrow</span>( sas_df ) , <span class="st">&#39;position&#39;</span> ] <span class="sc">+</span> sas_df[ <span class="fu">nrow</span>( sas_df ) , <span class="st">&#39;length&#39;</span> ] <span class="sc">-</span> <span class="dv">1</span> ) </span>
<span id="cb1104-33"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1104-33" tabindex="-1"></a>)</span></code></pre></div>
<p>Download the latest quarterly file:</p>
<div class="sourceCode" id="cb1105"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1105-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1105-1" tabindex="-1"></a>this_tf <span class="ot">&lt;-</span> <span class="fu">tempfile</span>()</span>
<span id="cb1105-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1105-2" tabindex="-1"></a></span>
<span id="cb1105-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1105-3" tabindex="-1"></a>this_url <span class="ot">&lt;-</span></span>
<span id="cb1105-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1105-4" tabindex="-1"></a>    <span class="fu">paste0</span>(</span>
<span id="cb1105-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1105-5" tabindex="-1"></a>        <span class="st">&quot;https://ftp.ibge.gov.br/Trabalho_e_Rendimento/&quot;</span> ,</span>
<span id="cb1105-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1105-6" tabindex="-1"></a>        <span class="st">&quot;Pesquisa_Nacional_por_Amostra_de_Domicilios_continua/&quot;</span> ,</span>
<span id="cb1105-7"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1105-7" tabindex="-1"></a>        <span class="st">&quot;Trimestral/Microdados/2023/PNADC_012023.zip&quot;</span></span>
<span id="cb1105-8"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1105-8" tabindex="-1"></a>    )</span>
<span id="cb1105-9"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1105-9" tabindex="-1"></a></span>
<span id="cb1105-10"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1105-10" tabindex="-1"></a><span class="fu">download.file</span>( this_url , this_tf , <span class="at">mode =</span> <span class="st">&#39;wb&#39;</span> )</span></code></pre></div>
<p>Import the latest quarterly file:</p>
<div class="sourceCode" id="cb1106"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1106-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-1" tabindex="-1"></a><span class="fu">library</span>(readr)</span>
<span id="cb1106-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-2" tabindex="-1"></a></span>
<span id="cb1106-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-3" tabindex="-1"></a>pnad_tbl <span class="ot">&lt;-</span></span>
<span id="cb1106-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-4" tabindex="-1"></a>    <span class="fu">read_fwf</span>(</span>
<span id="cb1106-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-5" tabindex="-1"></a>        this_tf ,</span>
<span id="cb1106-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-6" tabindex="-1"></a>        <span class="fu">fwf_widths</span>( </span>
<span id="cb1106-7"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-7" tabindex="-1"></a>            <span class="at">widths =</span> sas_df[ , <span class="st">&#39;length&#39;</span> ] , </span>
<span id="cb1106-8"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-8" tabindex="-1"></a>            <span class="at">col_names =</span> sas_df[ , <span class="st">&#39;column_name&#39;</span> ] </span>
<span id="cb1106-9"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-9" tabindex="-1"></a>        ) ,</span>
<span id="cb1106-10"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-10" tabindex="-1"></a>        <span class="at">col_types =</span> </span>
<span id="cb1106-11"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-11" tabindex="-1"></a>            <span class="fu">paste0</span>( <span class="fu">ifelse</span>( sas_df[ , <span class="st">&#39;character&#39;</span> ] , <span class="st">&quot;c&quot;</span> , <span class="st">&quot;d&quot;</span> ) , <span class="at">collapse =</span> <span class="st">&#39;&#39;</span> )</span>
<span id="cb1106-12"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-12" tabindex="-1"></a>    )</span>
<span id="cb1106-13"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-13" tabindex="-1"></a></span>
<span id="cb1106-14"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-14" tabindex="-1"></a>pnad_df <span class="ot">&lt;-</span> <span class="fu">data.frame</span>( pnad_tbl )</span>
<span id="cb1106-15"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-15" tabindex="-1"></a></span>
<span id="cb1106-16"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-16" tabindex="-1"></a><span class="fu">names</span>( pnad_df ) <span class="ot">&lt;-</span> <span class="fu">tolower</span>( <span class="fu">names</span>( pnad_df ) )</span>
<span id="cb1106-17"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-17" tabindex="-1"></a></span>
<span id="cb1106-18"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1106-18" tabindex="-1"></a>pnad_df[ , <span class="st">&#39;one&#39;</span> ] <span class="ot">&lt;-</span> <span class="dv">1</span></span></code></pre></div>
<div id="save-locally-37" class="section level3 unnumbered hasAnchor">
<h3>Save Locally  <a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#save-locally-37" class="anchor-section" aria-label="Anchor link to header"></a></h3>
<p>Save the object at any point:</p>
<div class="sourceCode" id="cb1107"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1107-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1107-1" tabindex="-1"></a><span class="co"># pnad_fn &lt;- file.path( path.expand( &quot;~&quot; ) , &quot;PNAD&quot; , &quot;this_file.rds&quot; )</span></span>
<span id="cb1107-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1107-2" tabindex="-1"></a><span class="co"># saveRDS( pnad_df , file = pnad_fn , compress = FALSE )</span></span></code></pre></div>
<p>Load the same object:</p>
<div class="sourceCode" id="cb1108"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1108-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1108-1" tabindex="-1"></a><span class="co"># pnad_df &lt;- readRDS( pnad_fn )</span></span></code></pre></div>
</div>
<div id="survey-design-definition-29" class="section level3 unnumbered hasAnchor">
<h3>Survey Design Definition<a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#survey-design-definition-29" class="anchor-section" aria-label="Anchor link to header"></a></h3>
<p>Construct a complex sample survey design:</p>
<div class="sourceCode" id="cb1109"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1109-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1109-1" tabindex="-1"></a><span class="fu">library</span>(survey)</span>
<span id="cb1109-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1109-2" tabindex="-1"></a></span>
<span id="cb1109-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1109-3" tabindex="-1"></a>pnad_design <span class="ot">&lt;-</span></span>
<span id="cb1109-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1109-4" tabindex="-1"></a>    <span class="fu">svrepdesign</span>(</span>
<span id="cb1109-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1109-5" tabindex="-1"></a>        <span class="at">data =</span> pnad_df ,</span>
<span id="cb1109-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1109-6" tabindex="-1"></a>        <span class="at">weight =</span> <span class="sc">~</span> v1028 ,</span>
<span id="cb1109-7"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1109-7" tabindex="-1"></a>        <span class="at">type =</span> <span class="st">&#39;bootstrap&#39;</span> ,</span>
<span id="cb1109-8"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1109-8" tabindex="-1"></a>        <span class="at">repweights =</span> <span class="st">&#39;v1028[0-9]+&#39;</span> ,</span>
<span id="cb1109-9"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1109-9" tabindex="-1"></a>        <span class="at">mse =</span> <span class="cn">TRUE</span> ,</span>
<span id="cb1109-10"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1109-10" tabindex="-1"></a>    )</span></code></pre></div>
</div>
<div id="variable-recoding-37" class="section level3 unnumbered hasAnchor">
<h3>Variable Recoding<a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#variable-recoding-37" class="anchor-section" aria-label="Anchor link to header"></a></h3>
<p>Add new columns to the data set:</p>
<div class="sourceCode" id="cb1110"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1110-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-1" tabindex="-1"></a>pnad_design <span class="ot">&lt;-</span></span>
<span id="cb1110-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-2" tabindex="-1"></a>    <span class="fu">update</span>(</span>
<span id="cb1110-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-3" tabindex="-1"></a>    </span>
<span id="cb1110-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-4" tabindex="-1"></a>        pnad_design ,</span>
<span id="cb1110-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-5" tabindex="-1"></a>        </span>
<span id="cb1110-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-6" tabindex="-1"></a>        <span class="at">pia =</span> <span class="fu">as.numeric</span>( v2009 <span class="sc">&gt;=</span> <span class="dv">14</span> )</span>
<span id="cb1110-7"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-7" tabindex="-1"></a>    </span>
<span id="cb1110-8"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-8" tabindex="-1"></a>    )</span>
<span id="cb1110-9"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-9" tabindex="-1"></a></span>
<span id="cb1110-10"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-10" tabindex="-1"></a>pnad_design <span class="ot">&lt;-</span></span>
<span id="cb1110-11"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-11" tabindex="-1"></a>    <span class="fu">update</span>(</span>
<span id="cb1110-12"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-12" tabindex="-1"></a>    </span>
<span id="cb1110-13"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-13" tabindex="-1"></a>        pnad_design ,</span>
<span id="cb1110-14"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-14" tabindex="-1"></a>        </span>
<span id="cb1110-15"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-15" tabindex="-1"></a>        <span class="at">ocup_c =</span> <span class="fu">ifelse</span>( pia <span class="sc">==</span> <span class="dv">1</span> , <span class="fu">as.numeric</span>( vd4002 <span class="sc">%in%</span> <span class="dv">1</span> ) , <span class="cn">NA</span> ) ,</span>
<span id="cb1110-16"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-16" tabindex="-1"></a></span>
<span id="cb1110-17"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-17" tabindex="-1"></a>        <span class="at">desocup30 =</span> <span class="fu">ifelse</span>( pia <span class="sc">==</span> <span class="dv">1</span> , <span class="fu">as.numeric</span>( vd4002 <span class="sc">%in%</span> <span class="dv">2</span> ) , <span class="cn">NA</span> )</span>
<span id="cb1110-18"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-18" tabindex="-1"></a>    )</span>
<span id="cb1110-19"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-19" tabindex="-1"></a></span>
<span id="cb1110-20"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-20" tabindex="-1"></a>pnad_design <span class="ot">&lt;-</span> </span>
<span id="cb1110-21"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-21" tabindex="-1"></a></span>
<span id="cb1110-22"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-22" tabindex="-1"></a>    <span class="fu">update</span>( </span>
<span id="cb1110-23"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-23" tabindex="-1"></a></span>
<span id="cb1110-24"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-24" tabindex="-1"></a>        pnad_design , </span>
<span id="cb1110-25"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-25" tabindex="-1"></a></span>
<span id="cb1110-26"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-26" tabindex="-1"></a>        <span class="at">uf_name =</span></span>
<span id="cb1110-27"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-27" tabindex="-1"></a>        </span>
<span id="cb1110-28"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-28" tabindex="-1"></a>            <span class="fu">factor</span>(</span>
<span id="cb1110-29"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-29" tabindex="-1"></a>            </span>
<span id="cb1110-30"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-30" tabindex="-1"></a>                <span class="fu">as.numeric</span>( uf ) ,</span>
<span id="cb1110-31"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-31" tabindex="-1"></a>                </span>
<span id="cb1110-32"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-32" tabindex="-1"></a>                <span class="at">levels =</span> </span>
<span id="cb1110-33"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-33" tabindex="-1"></a>                    <span class="fu">c</span>(11L, 12L, 13L, 14L, 15L, 16L, 17L, 21L, 22L, 23L, 24L, 25L, </span>
<span id="cb1110-34"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-34" tabindex="-1"></a>                    26L, 27L, 28L, 29L, 31L, 32L, 33L, 35L, 41L, 42L, 43L, 50L, 51L, </span>
<span id="cb1110-35"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-35" tabindex="-1"></a>                    52L, 53L) ,</span>
<span id="cb1110-36"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-36" tabindex="-1"></a>                    </span>
<span id="cb1110-37"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-37" tabindex="-1"></a>                <span class="at">labels =</span></span>
<span id="cb1110-38"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-38" tabindex="-1"></a>                    <span class="fu">c</span>(<span class="st">&quot;Rondonia&quot;</span>, <span class="st">&quot;Acre&quot;</span>, <span class="st">&quot;Amazonas&quot;</span>, <span class="st">&quot;Roraima&quot;</span>, <span class="st">&quot;Para&quot;</span>, <span class="st">&quot;Amapa&quot;</span>, </span>
<span id="cb1110-39"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-39" tabindex="-1"></a>                    <span class="st">&quot;Tocantins&quot;</span>, <span class="st">&quot;Maranhao&quot;</span>, <span class="st">&quot;Piaui&quot;</span>, <span class="st">&quot;Ceara&quot;</span>, <span class="st">&quot;Rio Grande do Norte&quot;</span>, </span>
<span id="cb1110-40"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-40" tabindex="-1"></a>                    <span class="st">&quot;Paraiba&quot;</span>, <span class="st">&quot;Pernambuco&quot;</span>, <span class="st">&quot;Alagoas&quot;</span>, <span class="st">&quot;Sergipe&quot;</span>, <span class="st">&quot;Bahia&quot;</span>, <span class="st">&quot;Minas Gerais&quot;</span>, </span>
<span id="cb1110-41"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-41" tabindex="-1"></a>                    <span class="st">&quot;Espirito Santo&quot;</span>, <span class="st">&quot;Rio de Janeiro&quot;</span>, <span class="st">&quot;Sao Paulo&quot;</span>, <span class="st">&quot;Parana&quot;</span>, <span class="st">&quot;Santa Catarina&quot;</span>, </span>
<span id="cb1110-42"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-42" tabindex="-1"></a>                    <span class="st">&quot;Rio Grande do Sul&quot;</span>, <span class="st">&quot;Mato Grosso do Sul&quot;</span>, <span class="st">&quot;Mato Grosso&quot;</span>, <span class="st">&quot;Goias&quot;</span>, </span>
<span id="cb1110-43"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-43" tabindex="-1"></a>                    <span class="st">&quot;Distrito Federal&quot;</span>)</span>
<span id="cb1110-44"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-44" tabindex="-1"></a>                    </span>
<span id="cb1110-45"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-45" tabindex="-1"></a>            ) ,</span>
<span id="cb1110-46"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-46" tabindex="-1"></a></span>
<span id="cb1110-47"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-47" tabindex="-1"></a>        <span class="at">age_categories =</span> <span class="fu">factor</span>( <span class="dv">1</span> <span class="sc">+</span> <span class="fu">findInterval</span>( v2009 , <span class="fu">seq</span>( <span class="dv">5</span> , <span class="dv">60</span> , <span class="dv">5</span> ) ) ) ,</span>
<span id="cb1110-48"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-48" tabindex="-1"></a></span>
<span id="cb1110-49"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-49" tabindex="-1"></a>        <span class="at">male =</span> <span class="fu">as.numeric</span>( v2007 <span class="sc">==</span> <span class="dv">1</span> ) ,</span>
<span id="cb1110-50"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-50" tabindex="-1"></a></span>
<span id="cb1110-51"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-51" tabindex="-1"></a>        <span class="at">region =</span> <span class="fu">substr</span>( uf , <span class="dv">1</span> , <span class="dv">1</span> ) ,</span>
<span id="cb1110-52"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-52" tabindex="-1"></a></span>
<span id="cb1110-53"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-53" tabindex="-1"></a>        <span class="co"># calculate usual income from main job</span></span>
<span id="cb1110-54"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-54" tabindex="-1"></a>        <span class="co"># (rendimento habitual do trabalho principal)</span></span>
<span id="cb1110-55"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-55" tabindex="-1"></a>        <span class="at">vd4016n =</span> <span class="fu">ifelse</span>( pia <span class="sc">%in%</span> <span class="dv">1</span> <span class="sc">&amp;</span> vd4015 <span class="sc">%in%</span> <span class="dv">1</span> , vd4016 , <span class="cn">NA</span> ) ,</span>
<span id="cb1110-56"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-56" tabindex="-1"></a></span>
<span id="cb1110-57"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-57" tabindex="-1"></a>        <span class="co"># calculate effective income from main job</span></span>
<span id="cb1110-58"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-58" tabindex="-1"></a>        <span class="co"># (rendimento efetivo do trabalho principal) </span></span>
<span id="cb1110-59"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-59" tabindex="-1"></a>        <span class="at">vd4017n =</span> <span class="fu">ifelse</span>( pia <span class="sc">%in%</span> <span class="dv">1</span> <span class="sc">&amp;</span> vd4015 <span class="sc">%in%</span> <span class="dv">1</span> , vd4017 , <span class="cn">NA</span> ) ,</span>
<span id="cb1110-60"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-60" tabindex="-1"></a></span>
<span id="cb1110-61"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-61" tabindex="-1"></a>        <span class="co"># calculate usual income from all jobs</span></span>
<span id="cb1110-62"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-62" tabindex="-1"></a>        <span class="co"># (variavel rendimento habitual de todos os trabalhos)</span></span>
<span id="cb1110-63"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-63" tabindex="-1"></a>        <span class="at">vd4019n =</span> <span class="fu">ifelse</span>( pia <span class="sc">%in%</span> <span class="dv">1</span> <span class="sc">&amp;</span> vd4015 <span class="sc">%in%</span> <span class="dv">1</span> , vd4019 , <span class="cn">NA</span> ) ,</span>
<span id="cb1110-64"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-64" tabindex="-1"></a></span>
<span id="cb1110-65"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-65" tabindex="-1"></a>        <span class="co"># calculate effective income from all jobs</span></span>
<span id="cb1110-66"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-66" tabindex="-1"></a>        <span class="co"># (rendimento efetivo do todos os trabalhos) </span></span>
<span id="cb1110-67"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-67" tabindex="-1"></a>        <span class="at">vd4020n =</span> <span class="fu">ifelse</span>( pia <span class="sc">%in%</span> <span class="dv">1</span> <span class="sc">&amp;</span> vd4015 <span class="sc">%in%</span> <span class="dv">1</span> , vd4020 , <span class="cn">NA</span> ) ,</span>
<span id="cb1110-68"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-68" tabindex="-1"></a></span>
<span id="cb1110-69"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-69" tabindex="-1"></a>        <span class="co"># determine the potential labor force</span></span>
<span id="cb1110-70"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-70" tabindex="-1"></a>        <span class="at">pea_c =</span> <span class="fu">as.numeric</span>( ocup_c <span class="sc">==</span> <span class="dv">1</span> <span class="sc">|</span> desocup30 <span class="sc">==</span> <span class="dv">1</span> )</span>
<span id="cb1110-71"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-71" tabindex="-1"></a>        </span>
<span id="cb1110-72"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1110-72" tabindex="-1"></a>    )</span></code></pre></div>
<hr />
</div>
</div>
<div id="analysis-examples-with-the-survey-library-29" class="section level2 unnumbered hasAnchor">
<h2>Analysis Examples with the <code>survey</code> library  <a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#analysis-examples-with-the-survey-library-29" class="anchor-section" aria-label="Anchor link to header"></a></h2>
<div id="unweighted-counts-37" class="section level3 unnumbered hasAnchor">
<h3>Unweighted Counts<a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#unweighted-counts-37" class="anchor-section" aria-label="Anchor link to header"></a></h3>
<p>Count the unweighted number of records in the survey sample, overall and by groups:</p>
<div class="sourceCode" id="cb1111"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1111-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1111-1" tabindex="-1"></a><span class="fu">sum</span>( <span class="fu">weights</span>( pnad_design , <span class="st">&quot;sampling&quot;</span> ) <span class="sc">!=</span> <span class="dv">0</span> )</span>
<span id="cb1111-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1111-2" tabindex="-1"></a></span>
<span id="cb1111-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1111-3" tabindex="-1"></a><span class="fu">svyby</span>( <span class="sc">~</span> one , <span class="sc">~</span> uf_name , pnad_design , unwtd.count )</span></code></pre></div>
</div>
<div id="weighted-counts-29" class="section level3 unnumbered hasAnchor">
<h3>Weighted Counts<a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#weighted-counts-29" class="anchor-section" aria-label="Anchor link to header"></a></h3>
<p>Count the weighted size of the generalizable population, overall and by groups:</p>
<div class="sourceCode" id="cb1112"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1112-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1112-1" tabindex="-1"></a><span class="fu">svytotal</span>( <span class="sc">~</span> one , pnad_design )</span>
<span id="cb1112-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1112-2" tabindex="-1"></a></span>
<span id="cb1112-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1112-3" tabindex="-1"></a><span class="fu">svyby</span>( <span class="sc">~</span> one , <span class="sc">~</span> uf_name , pnad_design , svytotal )</span></code></pre></div>
</div>
<div id="descriptive-statistics-37" class="section level3 unnumbered hasAnchor">
<h3>Descriptive Statistics<a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#descriptive-statistics-37" class="anchor-section" aria-label="Anchor link to header"></a></h3>
<p>Calculate the mean (average) of a linear variable, overall and by groups:</p>
<div class="sourceCode" id="cb1113"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1113-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1113-1" tabindex="-1"></a><span class="fu">svymean</span>( <span class="sc">~</span> vd4020n , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span>
<span id="cb1113-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1113-2" tabindex="-1"></a></span>
<span id="cb1113-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1113-3" tabindex="-1"></a><span class="fu">svyby</span>( <span class="sc">~</span> vd4020n , <span class="sc">~</span> uf_name , pnad_design , svymean , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span></code></pre></div>
<p>Calculate the distribution of a categorical variable, overall and by groups:</p>
<div class="sourceCode" id="cb1114"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1114-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1114-1" tabindex="-1"></a><span class="fu">svymean</span>( <span class="sc">~</span> age_categories , pnad_design )</span>
<span id="cb1114-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1114-2" tabindex="-1"></a></span>
<span id="cb1114-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1114-3" tabindex="-1"></a><span class="fu">svyby</span>( <span class="sc">~</span> age_categories , <span class="sc">~</span> uf_name , pnad_design , svymean )</span></code></pre></div>
<p>Calculate the sum of a linear variable, overall and by groups:</p>
<div class="sourceCode" id="cb1115"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1115-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1115-1" tabindex="-1"></a><span class="fu">svytotal</span>( <span class="sc">~</span> vd4020n , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span>
<span id="cb1115-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1115-2" tabindex="-1"></a></span>
<span id="cb1115-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1115-3" tabindex="-1"></a><span class="fu">svyby</span>( <span class="sc">~</span> vd4020n , <span class="sc">~</span> uf_name , pnad_design , svytotal , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span></code></pre></div>
<p>Calculate the weighted sum of a categorical variable, overall and by groups:</p>
<div class="sourceCode" id="cb1116"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1116-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1116-1" tabindex="-1"></a><span class="fu">svytotal</span>( <span class="sc">~</span> age_categories , pnad_design )</span>
<span id="cb1116-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1116-2" tabindex="-1"></a></span>
<span id="cb1116-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1116-3" tabindex="-1"></a><span class="fu">svyby</span>( <span class="sc">~</span> age_categories , <span class="sc">~</span> uf_name , pnad_design , svytotal )</span></code></pre></div>
<p>Calculate the median (50th percentile) of a linear variable, overall and by groups:</p>
<div class="sourceCode" id="cb1117"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1117-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1117-1" tabindex="-1"></a><span class="fu">svyquantile</span>( <span class="sc">~</span> vd4020n , pnad_design , <span class="fl">0.5</span> , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span>
<span id="cb1117-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1117-2" tabindex="-1"></a></span>
<span id="cb1117-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1117-3" tabindex="-1"></a><span class="fu">svyby</span>( </span>
<span id="cb1117-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1117-4" tabindex="-1"></a>    <span class="sc">~</span> vd4020n , </span>
<span id="cb1117-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1117-5" tabindex="-1"></a>    <span class="sc">~</span> uf_name , </span>
<span id="cb1117-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1117-6" tabindex="-1"></a>    pnad_design , </span>
<span id="cb1117-7"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1117-7" tabindex="-1"></a>    svyquantile , </span>
<span id="cb1117-8"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1117-8" tabindex="-1"></a>    <span class="fl">0.5</span> ,</span>
<span id="cb1117-9"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1117-9" tabindex="-1"></a>    <span class="at">ci =</span> <span class="cn">TRUE</span> , <span class="at">na.rm =</span> <span class="cn">TRUE</span></span>
<span id="cb1117-10"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1117-10" tabindex="-1"></a>)</span></code></pre></div>
<p>Estimate a ratio:</p>
<div class="sourceCode" id="cb1118"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1118-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1118-1" tabindex="-1"></a><span class="fu">svyratio</span>( </span>
<span id="cb1118-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1118-2" tabindex="-1"></a>    <span class="at">numerator =</span> <span class="sc">~</span> ocup_c , </span>
<span id="cb1118-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1118-3" tabindex="-1"></a>    <span class="at">denominator =</span> <span class="sc">~</span> pea_c , </span>
<span id="cb1118-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1118-4" tabindex="-1"></a>    pnad_design ,</span>
<span id="cb1118-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1118-5" tabindex="-1"></a>    <span class="at">na.rm =</span> <span class="cn">TRUE</span></span>
<span id="cb1118-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1118-6" tabindex="-1"></a>)</span></code></pre></div>
</div>
<div id="subsetting-37" class="section level3 unnumbered hasAnchor">
<h3>Subsetting<a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#subsetting-37" class="anchor-section" aria-label="Anchor link to header"></a></h3>
<p>Restrict the survey design to employed persons:</p>
<div class="sourceCode" id="cb1119"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1119-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1119-1" tabindex="-1"></a>sub_pnad_design <span class="ot">&lt;-</span> <span class="fu">subset</span>( pnad_design , ocup_c <span class="sc">==</span> <span class="dv">1</span> )</span></code></pre></div>
<p>Calculate the mean (average) of this subset:</p>
<div class="sourceCode" id="cb1120"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1120-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1120-1" tabindex="-1"></a><span class="fu">svymean</span>( <span class="sc">~</span> vd4020n , sub_pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span></code></pre></div>
</div>
<div id="measures-of-uncertainty-37" class="section level3 unnumbered hasAnchor">
<h3>Measures of Uncertainty<a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#measures-of-uncertainty-37" class="anchor-section" aria-label="Anchor link to header"></a></h3>
<p>Extract the coefficient, standard error, confidence interval, and coefficient of variation from any descriptive statistics function result, overall and by groups:</p>
<div class="sourceCode" id="cb1121"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1121-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-1" tabindex="-1"></a>this_result <span class="ot">&lt;-</span> <span class="fu">svymean</span>( <span class="sc">~</span> vd4020n , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span>
<span id="cb1121-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-2" tabindex="-1"></a></span>
<span id="cb1121-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-3" tabindex="-1"></a><span class="fu">coef</span>( this_result )</span>
<span id="cb1121-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-4" tabindex="-1"></a><span class="fu">SE</span>( this_result )</span>
<span id="cb1121-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-5" tabindex="-1"></a><span class="fu">confint</span>( this_result )</span>
<span id="cb1121-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-6" tabindex="-1"></a><span class="fu">cv</span>( this_result )</span>
<span id="cb1121-7"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-7" tabindex="-1"></a></span>
<span id="cb1121-8"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-8" tabindex="-1"></a>grouped_result <span class="ot">&lt;-</span></span>
<span id="cb1121-9"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-9" tabindex="-1"></a>    <span class="fu">svyby</span>( </span>
<span id="cb1121-10"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-10" tabindex="-1"></a>        <span class="sc">~</span> vd4020n , </span>
<span id="cb1121-11"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-11" tabindex="-1"></a>        <span class="sc">~</span> uf_name , </span>
<span id="cb1121-12"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-12" tabindex="-1"></a>        pnad_design , </span>
<span id="cb1121-13"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-13" tabindex="-1"></a>        svymean ,</span>
<span id="cb1121-14"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-14" tabindex="-1"></a>        <span class="at">na.rm =</span> <span class="cn">TRUE</span> </span>
<span id="cb1121-15"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-15" tabindex="-1"></a>    )</span>
<span id="cb1121-16"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-16" tabindex="-1"></a>    </span>
<span id="cb1121-17"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-17" tabindex="-1"></a><span class="fu">coef</span>( grouped_result )</span>
<span id="cb1121-18"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-18" tabindex="-1"></a><span class="fu">SE</span>( grouped_result )</span>
<span id="cb1121-19"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-19" tabindex="-1"></a><span class="fu">confint</span>( grouped_result )</span>
<span id="cb1121-20"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1121-20" tabindex="-1"></a><span class="fu">cv</span>( grouped_result )</span></code></pre></div>
<p>Calculate the degrees of freedom of any survey design object:</p>
<div class="sourceCode" id="cb1122"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1122-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1122-1" tabindex="-1"></a><span class="fu">degf</span>( pnad_design )</span></code></pre></div>
<p>Calculate the complex sample survey-adjusted variance of any statistic:</p>
<div class="sourceCode" id="cb1123"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1123-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1123-1" tabindex="-1"></a><span class="fu">svyvar</span>( <span class="sc">~</span> vd4020n , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span></code></pre></div>
<p>Include the complex sample design effect in the result for a specific statistic:</p>
<div class="sourceCode" id="cb1124"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1124-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1124-1" tabindex="-1"></a><span class="co"># SRS without replacement</span></span>
<span id="cb1124-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1124-2" tabindex="-1"></a><span class="fu">svymean</span>( <span class="sc">~</span> vd4020n , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> , <span class="at">deff =</span> <span class="cn">TRUE</span> )</span>
<span id="cb1124-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1124-3" tabindex="-1"></a></span>
<span id="cb1124-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1124-4" tabindex="-1"></a><span class="co"># SRS with replacement</span></span>
<span id="cb1124-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1124-5" tabindex="-1"></a><span class="fu">svymean</span>( <span class="sc">~</span> vd4020n , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> , <span class="at">deff =</span> <span class="st">&quot;replace&quot;</span> )</span></code></pre></div>
<p>Compute confidence intervals for proportions using methods that may be more accurate near 0 and 1. See <code>?svyciprop</code> for alternatives:</p>
<div class="sourceCode" id="cb1125"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1125-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1125-1" tabindex="-1"></a><span class="fu">svyciprop</span>( <span class="sc">~</span> male , pnad_design ,</span>
<span id="cb1125-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1125-2" tabindex="-1"></a>    <span class="at">method =</span> <span class="st">&quot;likelihood&quot;</span> )</span></code></pre></div>
</div>
<div id="regression-models-and-tests-of-association-37" class="section level3 unnumbered hasAnchor">
<h3>Regression Models and Tests of Association<a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#regression-models-and-tests-of-association-37" class="anchor-section" aria-label="Anchor link to header"></a></h3>
<p>Perform a design-based t-test:</p>
<div class="sourceCode" id="cb1126"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1126-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1126-1" tabindex="-1"></a><span class="fu">svyttest</span>( vd4020n <span class="sc">~</span> male , pnad_design )</span></code></pre></div>
<p>Perform a chi-squared test of association for survey data:</p>
<div class="sourceCode" id="cb1127"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1127-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1127-1" tabindex="-1"></a><span class="fu">svychisq</span>( </span>
<span id="cb1127-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1127-2" tabindex="-1"></a>    <span class="sc">~</span> male <span class="sc">+</span> age_categories , </span>
<span id="cb1127-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1127-3" tabindex="-1"></a>    pnad_design </span>
<span id="cb1127-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1127-4" tabindex="-1"></a>)</span></code></pre></div>
<p>Perform a survey-weighted generalized linear model:</p>
<div class="sourceCode" id="cb1128"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1128-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1128-1" tabindex="-1"></a>glm_result <span class="ot">&lt;-</span> </span>
<span id="cb1128-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1128-2" tabindex="-1"></a>    <span class="fu">svyglm</span>( </span>
<span id="cb1128-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1128-3" tabindex="-1"></a>        vd4020n <span class="sc">~</span> male <span class="sc">+</span> age_categories , </span>
<span id="cb1128-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1128-4" tabindex="-1"></a>        pnad_design </span>
<span id="cb1128-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1128-5" tabindex="-1"></a>    )</span>
<span id="cb1128-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1128-6" tabindex="-1"></a></span>
<span id="cb1128-7"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1128-7" tabindex="-1"></a><span class="fu">summary</span>( glm_result )</span></code></pre></div>
<hr />
</div>
</div>
<div id="replication-example-35" class="section level2 unnumbered hasAnchor">
<h2>Replication Example<a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#replication-example-35" class="anchor-section" aria-label="Anchor link to header"></a></h2>
<p>This example matches statistics and coefficients of variation from <a href="https://sidra.ibge.gov.br/tabela/4092">Tabela 4092 - Pessoas de 14 anos ou mais de idade, por condição em relação à força de trabalho e condição de ocupação</a>:</p>
<div class="sourceCode" id="cb1129"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1129-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-1" tabindex="-1"></a>nationwide_adult_population <span class="ot">&lt;-</span> <span class="fu">svytotal</span>( <span class="sc">~</span> pia , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span>
<span id="cb1129-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-2" tabindex="-1"></a>    </span>
<span id="cb1129-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-3" tabindex="-1"></a><span class="fu">stopifnot</span>( <span class="fu">round</span>( <span class="fu">coef</span>( nationwide_adult_population ) <span class="sc">/</span> <span class="dv">1000000</span> , <span class="dv">3</span> ) <span class="sc">==</span> <span class="fl">174.228</span> )</span>
<span id="cb1129-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-4" tabindex="-1"></a><span class="fu">stopifnot</span>( <span class="fu">round</span>( <span class="fu">cv</span>( nationwide_adult_population ) <span class="sc">/</span> <span class="dv">1000000</span> , <span class="dv">3</span> ) <span class="sc">==</span> <span class="dv">0</span> )</span>
<span id="cb1129-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-5" tabindex="-1"></a>    </span>
<span id="cb1129-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-6" tabindex="-1"></a>nationwide_labor_force <span class="ot">&lt;-</span> <span class="fu">svytotal</span>( <span class="sc">~</span> pea_c , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span>
<span id="cb1129-7"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-7" tabindex="-1"></a></span>
<span id="cb1129-8"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-8" tabindex="-1"></a><span class="fu">stopifnot</span>( <span class="fu">round</span>( <span class="fu">coef</span>( nationwide_labor_force ) <span class="sc">/</span> <span class="dv">1000000</span> , <span class="dv">3</span> ) <span class="sc">==</span> <span class="fl">107.257</span> )</span>
<span id="cb1129-9"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-9" tabindex="-1"></a><span class="fu">stopifnot</span>( <span class="fu">round</span>( <span class="fu">cv</span>( nationwide_labor_force ) <span class="sc">*</span> <span class="dv">100</span> , <span class="dv">1</span> ) <span class="sc">==</span> <span class="fl">0.2</span> )</span>
<span id="cb1129-10"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-10" tabindex="-1"></a>    </span>
<span id="cb1129-11"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-11" tabindex="-1"></a>nationwide_employed <span class="ot">&lt;-</span> <span class="fu">svytotal</span>( <span class="sc">~</span> ocup_c , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span>
<span id="cb1129-12"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-12" tabindex="-1"></a></span>
<span id="cb1129-13"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-13" tabindex="-1"></a><span class="fu">stopifnot</span>( <span class="fu">round</span>( <span class="fu">coef</span>( nationwide_employed ) <span class="sc">/</span> <span class="dv">1000000</span> , <span class="dv">3</span> ) <span class="sc">==</span> <span class="fl">97.825</span> )</span>
<span id="cb1129-14"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-14" tabindex="-1"></a><span class="fu">stopifnot</span>( <span class="fu">round</span>( <span class="fu">cv</span>( nationwide_employed ) <span class="sc">*</span> <span class="dv">100</span> , <span class="dv">1</span> ) <span class="sc">==</span> <span class="fl">0.2</span> )</span>
<span id="cb1129-15"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-15" tabindex="-1"></a>    </span>
<span id="cb1129-16"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-16" tabindex="-1"></a>nationwide_unemployed <span class="ot">&lt;-</span> <span class="fu">svytotal</span>( <span class="sc">~</span> desocup30 , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span>
<span id="cb1129-17"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-17" tabindex="-1"></a></span>
<span id="cb1129-18"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-18" tabindex="-1"></a><span class="fu">stopifnot</span>( <span class="fu">round</span>( <span class="fu">coef</span>( nationwide_unemployed ) <span class="sc">/</span> <span class="dv">1000000</span> , <span class="dv">3</span> ) <span class="sc">==</span> <span class="fl">9.432</span> )</span>
<span id="cb1129-19"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-19" tabindex="-1"></a><span class="fu">stopifnot</span>( <span class="fu">round</span>( <span class="fu">cv</span>( nationwide_unemployed ) <span class="sc">*</span> <span class="dv">100</span> , <span class="dv">1</span> ) <span class="sc">==</span> <span class="fl">1.2</span> )</span>
<span id="cb1129-20"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-20" tabindex="-1"></a>    </span>
<span id="cb1129-21"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-21" tabindex="-1"></a>nationwide_not_in_labor_force <span class="ot">&lt;-</span></span>
<span id="cb1129-22"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-22" tabindex="-1"></a>    <span class="fu">svytotal</span>( <span class="sc">~</span> <span class="fu">as.numeric</span>( pia <span class="sc">&amp;</span> <span class="sc">!</span>pea_c ) , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span>
<span id="cb1129-23"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-23" tabindex="-1"></a></span>
<span id="cb1129-24"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-24" tabindex="-1"></a><span class="fu">stopifnot</span>( <span class="fu">round</span>( <span class="fu">coef</span>( nationwide_not_in_labor_force ) <span class="sc">/</span> <span class="dv">1000000</span> , <span class="dv">3</span> ) <span class="sc">==</span> <span class="fl">66.972</span> )</span>
<span id="cb1129-25"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1129-25" tabindex="-1"></a><span class="fu">stopifnot</span>( <span class="fu">round</span>( <span class="fu">cv</span>( nationwide_not_in_labor_force ) <span class="sc">*</span> <span class="dv">100</span> , <span class="dv">1</span> ) <span class="sc">==</span> <span class="fl">0.3</span> )</span></code></pre></div>
<hr />
</div>
<div id="poverty-and-inequality-estimation-with-convey-2" class="section level2 unnumbered hasAnchor">
<h2>Poverty and Inequality Estimation with <code>convey</code>  <a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#poverty-and-inequality-estimation-with-convey-2" class="anchor-section" aria-label="Anchor link to header"></a></h2>
<p>The R <code>convey</code> library estimates measures of income concentration, poverty, inequality, and wellbeing. <a href="https://guilhermejacob.github.io/context/">This textbook</a> details the available features. As a starting point for PNAD users, this code calculates the gini coefficient on complex sample survey data:</p>
<div class="sourceCode" id="cb1130"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1130-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1130-1" tabindex="-1"></a><span class="fu">library</span>(convey)</span>
<span id="cb1130-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1130-2" tabindex="-1"></a>pnad_design <span class="ot">&lt;-</span> <span class="fu">convey_prep</span>( pnad_design )</span>
<span id="cb1130-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1130-3" tabindex="-1"></a></span>
<span id="cb1130-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1130-4" tabindex="-1"></a><span class="fu">svygini</span>( <span class="sc">~</span> vd4020n , pnad_design , <span class="at">na.rm =</span> <span class="cn">TRUE</span> )</span></code></pre></div>
<hr />
</div>
<div id="analysis-examples-with-srvyr-24" class="section level2 unnumbered hasAnchor">
<h2>Analysis Examples with <code>srvyr</code>  <a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#analysis-examples-with-srvyr-24" class="anchor-section" aria-label="Anchor link to header"></a></h2>
<p>The R <code>srvyr</code> library calculates summary statistics from survey data, such as the mean, total or quantile using <a href="https://github.com/tidyverse/dplyr/">dplyr</a>-like syntax. <a href="https://github.com/gergness/srvyr">srvyr</a> allows for the use of many verbs, such as <code>summarize</code>, <code>group_by</code>, and <code>mutate</code>, the convenience of pipe-able functions, the <code>tidyverse</code> style of non-standard evaluation and more consistent return types than the <code>survey</code> package. <a href="https://cran.r-project.org/web/packages/srvyr/vignettes/srvyr-vs-survey.html">This vignette</a> details the available features. As a starting point for PNAD users, this code replicates previously-presented examples:</p>
<div class="sourceCode" id="cb1131"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1131-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1131-1" tabindex="-1"></a><span class="fu">library</span>(srvyr)</span>
<span id="cb1131-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1131-2" tabindex="-1"></a>pnad_srvyr_design <span class="ot">&lt;-</span> <span class="fu">as_survey</span>( pnad_design )</span></code></pre></div>
<p>Calculate the mean (average) of a linear variable, overall and by groups:</p>
<div class="sourceCode" id="cb1132"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1132-1"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1132-1" tabindex="-1"></a>pnad_srvyr_design <span class="sc">%&gt;%</span></span>
<span id="cb1132-2"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1132-2" tabindex="-1"></a>    <span class="fu">summarize</span>( <span class="at">mean =</span> <span class="fu">survey_mean</span>( vd4020n , <span class="at">na.rm =</span> <span class="cn">TRUE</span> ) )</span>
<span id="cb1132-3"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1132-3" tabindex="-1"></a></span>
<span id="cb1132-4"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1132-4" tabindex="-1"></a>pnad_srvyr_design <span class="sc">%&gt;%</span></span>
<span id="cb1132-5"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1132-5" tabindex="-1"></a>    <span class="fu">group_by</span>( uf_name ) <span class="sc">%&gt;%</span></span>
<span id="cb1132-6"><a href="pesquisa-nacional-por-amostra-de-domicilios-pnad.html#cb1132-6" tabindex="-1"></a>    <span class="fu">summarize</span>( <span class="at">mean =</span> <span class="fu">survey_mean</span>( vd4020n , <span class="at">na.rm =</span> <span class="cn">TRUE</span> ) )</span></code></pre></div>

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